Developing Chatbots with Azure

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Bhavani Ravi

1:02:59

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01 Introduction

001 Chatbots are revolutionizing the web.mp4

01:03

02 Introduction to Chatbots

001 What is a chatbot .mp4

00:57

002 Bots vs. chatbots vs. applications.mp4

01:56

03 Chatbot Terminology and Architecture

001 Components of a chatbot system.mp4

02:31

002 Chatbot engine a deep dive.mp4

01:39

003 Intent classifier.mp4

02:13

004 Entity extractor.mp4

02:44

005 Action server.mp4

01:50

04 Design a Chatbot

001 Designing conversation for chatbots.mp4

05:41

002 Identifying intents and entities.mp4

04:44

003 Challenge Designing conversations.mp4

00:51

004 Solution Designing conversations.mp4

01:29

05 Enhancing Your Chatbot Actions

001 Setting up the Azure account and building an echobot.mp4

08:27

002 Training QnA Maker and static productbot.mp4

10:26

003 Training LUIS and dynamic productbot.mp4

12:15

004 Challenge Write your own chatbot.mp4

00:59

005 Solution Write your own chatbot.mp4

01:45

06 Conclusion

001 Advancing the chatbot ladder.mp4

01:29

Description

What exactly is a chatbot? How does it differ from a bot, how can you develop one, and how can you use it, once it is developed? Instructor Bhavani Ravi walks you through learning about chatbots and developing your first one. Bhavani begins by describing what a chatbot is, what types of chatbots exist today, and how a chatbot differs from bots and applications. She goes over the components of a chatbot system and discusses the natural language processing (NLP) that allows chatbots to understand requests in human language. She steps through designing a chatbot, then shows you the “brain” of a chatbot: ML models. Bhavani shows you how to use ML models to train your chatbot, challenges you to write your own chatbot, then concludes with some projects that you can work on and submit to GitHub.

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Microsoft Azure

Chatbot

Bhavani Ravi

Instructor's Courses

Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.